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brepowell/README.md

Hi there πŸ‘‹

My name is Breanna (sounds like "BanANa" 🍌), but I also go by Bree. I am a career changer with 10+ years of experience in education, design, and communications, now applying that interdisciplinary expertise to software engineering. Actively building technical expertise in AI, high-performance computing, and scientific data analysis. Experienced in public speaking, event organizing, and cross-sector collaboration. Adept at leading discussions, mentoring peers, and translating complex technical topics for diverse audiences. Seeking to contribute to an organization advancing climate tech and reducing environmental impact.

Check out these great articles about me or my projects!

Take a look at these LinkedIn posts!

More Links!


Education πŸŽ“

MASTER OF SCIENCE (M.Sc.), COMPUTER SCIENCE & SOFTWARE ENGINEERING

University of Washington Bothell. Expected: August 2025

Coursework: Machine Learning, Computer Vision, Cybersecurity and AI, Cybersecurity in Emerging Environments, Internet of Things, Mobile Computing, High Performance Computing, Multimedia Database Systems, Human Factors in Cybersecurity, Knowledge Management Systems

Graduate Certificate in Software Design & Development

University of Washington Bothell. June 2022

Coursework: Object-Oriented Programming, Software Development Processes, Systems Programming, Software Testing and Quality, Software Modeling

Bachelor of Arts in English Language and Literature

Central Washington University. June 2010


TECHNICAL PROJECTS πŸ’»

Predicting Arctic Sea Ice Concentration and Extent Using Deep Learning

January 2025 – Present

  • Using a Transformer from PyTorch, Podman-HPC for reproducibility; Cartopy for visualization
  • Pretraining with data from the Energy Exascale Earth System Model (E3SM) with PyTorch Dataset + Data Loader

Smart City Bamberg, Germany, CrowdAnym Tourism Management Framework

June 2023 – November 2023

  • Developed a framework to conduct experiments with Wi-Fi sensors for anonymous crowd flow tracking
  • Utilized Python, OpenStreetMap, Leaflet, PostgreSQL database, pgAdmin, and JavaScript libraries
  • Note: The code repository for this is private in GitLab

Audio Classifier GUI

November 2023 – December 2023

  • Employed Python, Scikit-Learn, and Librosa to engineer a machine learning pipeline that extracts raw data from audio clips, processes that data, and uses an SVM classifier to identify if they are music or speech

Spam vs. Ham Email Classifier

March 2023 – March 2023

  • Extracted raw emails from gmail with imaplib; parsed body text; examined feature importance with Principal Component Analysis; built a sequential Keras model with callbacks for early stopping; performed a hyperparameter search and saved the model with the best precision to reduce false positives

Experience πŸ’Ό

Lead Designer @ Illumination Arts Publishing. November 2014 to Present

Grader @ University of Washington Bothell. March 2025 - June 2025

Parallel Programming Intern @ Los Alamos National Laboratory. June 2024 - Aug 2024

Graduate Teaching Assistant @ University of Washington Bothell. September 2023 – June 2024

Theme Reader (District-Wide Assessment Grader) @ Tahoma School District. September 2016 – August 2023

Paraeducator @ Tahoma School District. September 2014 – August 2022

Green Team Coach @ Tahoma School District. September 2015 – August 2021

Robotics Coach @ Tahoma School District. September 2015 – August 2019


LEADERSHIP & COMMUNITY INVOLVEMENT πŸ’–

SciPy Volunteer

June 2025 - July 2025

SC24 Supercomputing Conference Lead Student Volunteer

April 2024 - November 2024

SC23 Supercomputing Conference Student Volunteer

November 2023

  • Volunteered for multiple shifts; participated in the Sustainability Guided Interest Group in High Performance Computing (HPC)

SENIOR ADVISOR ('24-25) | VICE PRESIDENT ('23-24) | CHIEF MARKETING OFFICER ('22-23)

Association for Computing Machinery (ACM) Student Chapter at UW Bothell

September 2021 – August 2025

  • Planned large events of 600+ students by running committees of 3-15 undergraduate and graduate students:

  • Hosted small events of 6-40 students, 5-10 nights per quarter

    • ACM Reads: A Quick-Reads, Tech-Focused Discussion Group, discussing computer science topics, including local and global STEM research
    • Machine Learning Contest Series, covering machine learning basics for beginners, encouraging team formation and contest submission
    • Professional Photoshoot, in collaboration with UW Bothell Women in Cybersecurity (WiCyS)
    • Mock Technical Interviews, in collaboration with Career Services
  • Engaged 100+ industry partners, securing their involvement as judges or speakers for specialized topics

  • Led cross-collaboration between UWB ACM and 16+ other student clubs and organizations

VICE PRESIDENT ('23-25)

Alliance 4 Sustainability (A4S) Club at UW Bothell

February 2023 – August 2025

  • Represented the CS department and the Alliance 4 Sustainability in a roundtable with Governor Jay Inslee of Washington State
  • Facilitated cross-department collaboration by boosting Sustainability Office and campus activities
  • Tabled for A4S at the Fall and Winter Club Fairs, Admitted Students’ Day, and Earth Month Fair
  • Boosted club productivity by formulating 5+ new event ideas and plans, such as facility tours, campus walks, and campus forum

Pinned Loading

  1. Friend-tracking-app-MVP Friend-tracking-app-MVP Public

    Friend tracking app MVP - using Android Studio, Jetpack Compose, and Google Maps API

    Kotlin 1 1

  2. audio_processing audio_processing Public

    Forked from ssteph-sudo/audio_processing

    Determine if audio is speech or music

    Jupyter Notebook

  3. Predicting_SIC_SIE Predicting_SIC_SIE Public

    Using deep learning to predict Arctic Sea Ice Concetration (SIC) and Extent (SIE) using Freeboard

    Jupyter Notebook

  4. Spam-Classifier Spam-Classifier Public

    Jupyter Notebook 1